{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1、Matplotlib绘图工具\n",
    "安装：\n",
    "pip install matplotlib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(1, 2, 'jiaodian')"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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AhQoVqFWrFvv27WPGjBm2yxoFTaPR5PkSjMViweSmw8vNpVjt9dOgQQOWLVtGxYoVcXFx2q2chBBCFJJvj34LQJuwNoTrwzmCuoWKqp/Ac+bM4YknnuC1114jMjKSkSNH8sorrzBp0iQ1wyrWBg8eTEJCAs8++yy7du3i9OnT/PPPP/Tv31/23BFCCHFX8enx/HbqNwD61cw5BEMNqv7J7evry6xZs2Tl1QIUEhLCli1bGD16NJ06dSIzM5Pw8HC6dOlSrHqGhBBCFL3vj31PliWLOmXr0LBcQ4eYsSnXBhzQhg0bbD+fPXvW7r7cZpMnJiba3a5WrRq//PJLIUQmhBDCWaUZ01h6bCkALzz0gsNsLCt/YgshhBCC5aeWY8gyUMG3Ao+EPaJ2ODZSqAghhBAlnMli4psj3wDQr1Y/dNqiXU38bqRQEUIIIUq4VWdXEZMaQ2mP0vynyn/u/YAiJIWKEEIIUYIpisLCIwsBeDbiWTxcinYl8XuRQkUIIYQowbbHbudYwjE8XTx5psYzaoeTgxQqQgghRAm28LC1N+Wxqo/h7+GvbjC5kEJFCCGEKKGOJRxjW+w2dBodz9d6Xu1wciWFihBCCFFCZfemdArvRHmf8ipHkzspVIQQQogSKCYlhn/O/gNYF3hzVFKoCCGEECXQt0e/xayYaRrclJplaqodzh1JoSKEEEKUMEmZSSw7uQyA/rX6qxzN3UmhIu7JbDZjsVjUDkMIIUQB+eH4D6Sb0qleqjotQlqoHc5dSaHigH7++Wdq166Np6cnZcqUoUOHDqSmpmI2mxkxYgT+/v6UKVOGUaNG0a9fP3r16mV7bMWKFXPsRl2vXj0mTJhguz1jxgzq1q1L+fLlCQ8P57XXXiMlJcV2/6JFi/D39+f333+nZs2auLu7c/78eTIzMxk5ciTly5fH29ubpk2b2m2gKIQQwvGlm9L539H/AdD/of4Os/ngnZSsQkVRICs171/GtPy1v9NXLjse30lsbCzPPvssAwYMICoqig0bNvD444+jKArTp09n0aJFfP3112zevJmEhASWL1+e75dBq9Uya9Ystm3bxsKFC1m3bh2jRo2ya5OWlsbUqVP58ssvOXLkCIGBgQwZMoRt27axdOlSDh48yJNPPkmXLl04efJkvmMQQgihjl9O/sL1zOuU9ylPl4pd1A7nnlzUDqBIGdPgw5A8NdUC/gX1vO/EgJt3nprGxsZiMpl4/PHHCQ8PB6B27doAzJo1i7fffpvHH38cgAULFvDPP//kO5zhw4djsVgwGAw89NBDvP/++wwaNIh58+bZ2hiNRubNm0fdunUBOH/+PAsXLuT8+fOEhFhfw5EjR7Jy5UoWLlzIhx9+mO84hBBCFC2j2ciiI4sA69gUF63jlwGOH2EJU7duXdq3b0/t2rXp3LkznTp14oknnkCr1RIbG0vTpk1tbV1cXGjUqBFKPnpsANasWcPkyZOJiooiOTkZk8lERkYGaWlpeHl5AeDm5kadOnVsjzl06BBms5nq1avbnSszM5MyZco8QMZCCCGKyl/RfxGXGkcZjzL0qtZL7XDypGQVKq5e1t6NPLBYLBiSk9H7+qLVPuAVMlevPDfV6XSsXr2arVu3smrVKubMmcPYsWNZvXp1nh6v1WpzFC5Go9H289mzZ+nRoweDBg1izJgxhIWFsXXrVl588UWysrJshYqnp6fddcuUlBR0Oh179uxBp7Pf/tvHxyfP+QkhhFCHRbHw9eGvAXi+1vO469xVjihvSlahotHk+RIMFgu4mq3tH7RQySeNRkPLli1p2bIl48aNIzw8nLVr1xIcHMyOHTto3bo1ACaTiT179tCgQQPbYwMCAoiNjbXdNhgMREdH227v2bMHi8XCxx9/TEpKCnq9np9//vmeMdWvXx+z2cyVK1do1apVAWYrhBCiKKw7v47opGh83Xx5qvpTaoeTZyWrUCkGduzYwdq1a+nUqROBgYHs2LGDq1evEhkZybBhw5gyZQrVqlUjIiKCGTNmkJiYaPf4Rx55hEWLFtGzZ0/8/f0ZN26cXQ9I1apVMRqNfPrpp7Rt25YDBw6wYMGCe8ZVvXp1+vTpw/PPP8/06dOpX78+V69eZe3atdSpU4fu3bsX9EshhBCigCiKwpeHvgTgmRrP4ONWfHrCpVBxMHq9nk2bNjFr1iwMBgPh4eFMnz6drl270rFjR2JjY+nXrx9arZYBAwbw2GOPkZSUZHv822+/TXR0ND169MDPz49JkybZ9ajUrVuXGTNm8NFHH/HOO+/QqlUrJk+ezPPP33szqoULF/L+++/z5ptvcunSJcqWLUuzZs3o0aNHobwWQgghCsb22O0cuXYED50Hz9V8Tu1w8kUKFQcTGRnJypUrc73PxcWFWbNm2a2T8sILL9i10ev1LF261O5Yv3797G6/8cYbDBs2DIPBgF6vR6vV0rdvX7tz3n5eAFdXVyZOnMjEiRPzl5QQQghVfXXoKwAer/Y4pT1KqxxN/pSsdVSEEEKIEubQ1UPsiNuBi8aFF2q9oHY4+SaFihBCCOHEssemdK/cnWCfYJWjyT+59FPMLVq0SO0QhBBCOKjTiadZd2EdGjQMqD1A7XDui/SoCCGEEE4qe92U9hXaU9mvssrR3B8pVIQQQggnFJMSw4ozKwAYWHugytHcPylUhBBCCCf01aGvMCkmmgU3o1bZWmqHc9+kUBFCCCGczOXUyyw/tRyAV+q8onI0D0YKFSGEEMLJLDyyEKPFSMNyDWkU1EjtcB6IFCpCCCGEE4lPj+fnE9Y93Ip7bwqoXKhUrFgRjUaT42vw4MFqhiWEEEIUW98c+YZMcyZ1AurQLLiZ2uE8MFXXUdm1axdms9l2+/Dhw3Ts2JEnn3xSxaiEEEKI4ul6xnWWHrduo/JKnVfQaDQqR/TgVC1UAgIC7G5PmTKFKlWq0KZNG5UiErkxm81oNBq0WrlSKIQQjuzbo9+SbkonsnQkrcq3UjucAuEwK9NmZWXxv//9jxEjRtyxAszMzCQzM9N222AwAGA0GjEajXZtjUYjiqJgsViwWCz5jkdRFNv3+3n8g/j555+ZNGkSp06dwsvLi/r167N8+XI8PDwYNWoUCxcuRKfTMWDAAC5fvkxSUhLLl1tHd1euXJlhw4YxbNgw2/kaNGjAo48+yvjx4wGYOXMmixYt4syZM5QuXZoePXowdepUfHys234vWrSIESNGsGjRIt555x1OnDjBiRMnCA4O5t1332Xp0qUkJiby0EMPMXnyZNq2bZtrHhaLBUVRMBqN6HS6wn3RbpP9+3D774UzcfYcnT0/cP4cJb+ilZyVzPfHvgfgxVovYjKZHvichZVjfs7nMIXKr7/+SmJiYq679mabPHlyrjv3rlq1Ci8vL7tjLi4uBAUFkZKSQlZWFmAtOjLMGfmKK/16er7a58ZD55Hn7re4uDj69OnDxIkT6dGjB8nJyWzbto2kpCRmzJjBokWLmDNnDtWrV2fu3Ln8+uuvtGrVyla0WSwWMjIybLfB2iOSmZlpO5aVlcWHH35IeHg4Z8+eZeTIkbzxxhtMnz4dgIyMDNLS0pg8eTIzZ86kdOnSeHh4MGjQII4dO8YXX3xBcHAwf/75J926dWPLli1UqVIlRy5ZWVmkp6ezadOmAvkHcz9Wr16tyvMWJWfP0dnzA+fPUfIrGusy1pFiTKGcthxpB9NYcWhFgZ27oHNMS0vLc1uNkt11oLLOnTvj5ubGH3/8ccc2ufWohIWFER8fj16vt2ubkZHBhQsXqFixIh4eHgCkGdNovrR54SRwF9ue2YaXq9e9GwJ79+6lcePGnDlzhvDwcLv7QkNDGT58OCNHjgTAZDJRpUoVGjRokK8eFbAWbcnJyfj6+rJs2TJee+01rly5Alh7VF588UX27t1L3bp1ATh//jxVq1bl7NmzhISE2M7TqVMnGjduzAcffJAjl4yMDM6ePUtYWJjtPSgqRqOR1atX07FjR1xdXYv0uYuKs+fo7PmB8+co+RWdFGMKPX7rgSHLwOSWk+kc3rlAzltYORoMBsqWLUtSUlKOz+/bOUSPyrlz51izZg2//PLLXdu5u7vj7u6e47irq2uOF/DWcRXZYyvUGmNxawz3Ur9+fdq3b0/dunXp3LkznTp14oknnkCr1RIbG0uzZs1s53Jzc6NRo0YoimJ3/tzGk9x6bM2aNUyePJmoqCiSk5MxmUxkZGSQkZGBl5cXWq0WNzc36tWrZ+sJOnLkCGazmYiICLvzZmZmUqZMmVzz02q1aDSaXN+foqLmcxcVZ8/R2fMD589R8it8y44tw5BloKK+Il0rd0WnLdjL7QWdY37O5RCFysKFCwkMDKR79+6F+jyeLp7s6L0jT20tFoutx+FBCxxPF888t9XpdKxevZqtW7eyatUq5syZw9ixY/Pc7abVarm9k+zWa4Fnz56lR48eDBo0iDFjxhAWFsbWrVt58cUXycrKsl1C8/T0tLtclZKSgk6nY8+ePTnGm2SPbRFCCFH00oxpfHPkGwBervNygRcpalO9ULFYLCxcuJB+/frh4lK44Wg0mjxfgrFYLJhcTHi5ehV5T4xGo6Fly5a0bNmScePGER4eztq1awkODmbHjh20bt0asF762bNnDw0aNLA9NiAggNjYWNttg8FAdHS07faePXuwWCx8/PHHpKSkoNfr+fnnn+8ZU/369TGbzVy5coVWrZxjJLkQQjiDn078xPXM64T5htG1Ule1wylwqhcqa9as4fz58wwYMEDtUBzCjh07WLt2LZ06dSIwMJAdO3Zw9epVIiMjGTZsGFOmTKFatWpEREQwY8YMEhMT7R7/yCOPsGjRInr27Im/vz/jxo2z6wGpWrUqRqORTz/9lLZt23LgwAEWLFhwz7iqV69Onz59eP7555k+fTr169fn6tWrrF27ljp16hR6b5gQQoicMkwZLDqyCLDukOyiVf1jvcCpnlGnTp1yXKooyfR6PZs2bWLWrFkYDAbCw8OZPn06Xbt2pWPHjsTGxtKvXz+0Wi0DBgzgscceIykpyfb4t99+m+joaHr06IGfnx+TJk2y61GpW7cuM2bM4KOPPuKdd96hVatWTJ48meeff/6esS1cuJD333+fN998k0uXLlG2bFmaNWtGjx49CuW1EEIIcXc/nfiJ+PR4gr2D6Vm5p9rhFArVCxVhLzIykpUrV+Z6n4uLC7NmzWLWrFm2Y7dP59br9SxdutTuWL9+/exuv/HGGwwbNgyDwYBer0er1dK3b1+7c+Y2TdzV1ZWJEyfmOkVcCCFE0Uo3pfPVoa8AeKnOS7jqnHPAsiw1KoQQQhRDPx7/kWsZ1wjxDqFXlV5qh1NopFARQgghipk0YxpfH/4asM70cdbeFJBLP8XeokWL1A5BCCFEEfvx+I8kZCRQ3qc8/6n6H7XDKVTSoyKEEEIUI2nGNBYeWQhYd0h21TpvbwqUgEJFZhSpR157IYQoeEuPLyUhI4FQn1B6VHH+WZdOW6hkL8+bn42PRMHK3gyyqHdOFkIIZ5VmTGPR4UUAvFLX+XtTwInHqOh0Ovz9/W0b7Xl5eeV5B2OwrkyblZVFRkaGansEFabCzs9isXD16lW8vLwKfcVhIYQoKZYcW8L1zOtU8K1Aj8rO35sCTlyoAAQFBQHYipX8UBSF9PT0HHveOIuiyE+r1VKhQgWnfP2EEKKopRpTbavQvlL3FadchTY3Tp2lRqMhODiYwMBAu4358sJoNLJp0yZat26t+q6YhaEo8nNzc3PK3ighhFDDkqglJGUmEa4Pp1ulbmqHU2SculDJptPp8j1OQqfTYTKZ8PDwcMpCxdnzE0IIZ5KSlXKzN6VOyelNASceTCuEEEI4i++ivsOQZaCivmKJ6k0BKVSEEEIIh2bIMrD46GIABtUdhE5bsmZSSqEihBBCOLBFhxeRnJVMVf+qdKnYRe1wipwUKkIIIYSDupZ+jf9F/Q+AIfWGlLjeFJBCRQghhHBYXx3+inRTOrXK1OKRCo+oHY4qpFARQgghHFBcahw/HPsBgNfrv15i16SSQkUIIYRwQJ8f/JwsSxYNAhvQIqSF2uGoRgoVIYQQwsFcMFxg+cnlAAxtMLTE9qaAFCpCCCGEw5l3YB4mxUTL8i1pWK6h2uGoSgoVIYQQwoGcun6Kv878BVjHppR0UqgIIYQQDmTu/rkoKHSo0IFaZWqpHY7qpFARQgghHMSRa0dYc34NGjQMqT9E7XAcghQqQgghhIOYs28OAD0q96CKfxWVo3EMUqgIIYQQDmDP5T1subQFF40Lr9Z7Ve1wHIYUKkIIIYTKFEVh9t7ZADxW7THCfMNUjshxSKEihBBCqGzjxY3svbIXD50Hr9R5Re1wHIoUKkIIIYSKzBYzn+z9BIA+kX0o511O5YgcixQqQgghhIr+OPMHpxJPoXfTM6D2ALXDcThSqAghhBAqyTBl8Om+TwF4uc7L6N30KkfkeKRQEUIIIVSy9NhSLqddJsg7iGcinlE7HIekeqFy6dIlnnvuOcqUKYOnpye1a9dm9+7daoclhBBCFCpDloEvDn0BwOB6g3HXuasckWNyUfPJr1+/TsuWLWnXrh1///03AQEBnDx5klKlSqkZlhBCCFHovj70NYYsA1X9q9Kzck+1w3FYqhYqU6dOJSwsjIULF9qOVapUScWIhBBCiMJ3OfUy/4v6HwDDGgxDp9WpHJHjUrVQ+f333+ncuTNPPvkkGzdupHz58rz22mu89NJLubbPzMwkMzPTdttgMABgNBoxGo0FGlv2+Qr6vI5C8iv+nD1HZ88PnD9Hye/O5u6bS6Y5k3oB9WhRroXDvkaF9R7m53waRVGUAn32fPDw8ABgxIgRPPnkk+zatYthw4axYMEC+vXrl6P9hAkTmDhxYo7jS5YswcvLq9DjFUIIIR7UFfMV5iTPQUHhZZ+XqeBSQe2QilxaWhq9e/cmKSkJvf7uM51ULVTc3Nxo1KgRW7dutR0bOnQou3btYtu2bTna59ajEhYWRnx8/D0TzS+j0cjq1avp2LEjrq6uBXpuRyD5FX/OnqOz5wfOn6Pkl7s3N73J+ovraRvalhmtZxRihA+usN5Dg8FA2bJl81SoqHrpJzg4mJo1a9odi4yMZNmyZbm2d3d3x90956hoV1fXQvtHUJjndgSSX/Hn7Dk6e37g/DlKfjftv7Kf9RfXo9VoGd5weLF5XQr6PczPuVSdntyyZUuOHz9ud+zEiROEh4erFJEQQghROBRFYfru6QA8WuVRqvhXUTmi4kHVQuWNN95g+/btfPjhh5w6dYolS5bw+eefM3jwYDXDEkIIIQrcmvNr2H91P54ungyuJ59zeaVqodK4cWOWL1/O999/z0MPPcSkSZOYNWsWffr0UTMsIYQQokAZzUZm7pkJQL9a/WTjwXxQdYwKQI8ePejRo4faYQghhBCFZunxpVxIvkBZz7L0r9Vf7XCKFdWX0BdCCCGcWVJmEgsOLABgSL0heLnKchr5IYWKEEIIUYg+P/i5ban8XlV7qR1OsSOFihBCCFFILiRfYMmxJQC82ehNWSr/PkihIoQQQhSST/Z+gsliokVICx4u/7Da4RRLUqgIIYQQhWD/lf38c/YfNGgY0XCE2uEUW1KoCCGEEAVMURQ+3v0xAL2q9qJG6RoqR1R8SaEihBBCFLDV51Zz4OoBPF08GVJ/iNrhFGtSqAghhBAF6NbF3V6o9QKBXoEqR1S8SaEihBBCFKAlx5ZwMeUiZT3L8kKtF9QOp9iTQkUIIYQoINfSr9kWdxtaf6gs7lYApFARQgghCsicfXNIMaZQs0xNHq36qNrhOAUpVIQQQogCcCzhGL+c/AWA0Y1Ho9XIR2xBkFdRCCGEeECKojB151QUFLpU7EKDcg3UDslpSKEihBBCPKDV51az+/Ju3HXusrhbAZNCRQghhHgAmeZMZuyZAUD/h/oT7BOsckTORQoVIYQQ4gH879j/uJRyiUCvQPrX6q92OE5HChUhhBDiPhksBr4+8jUAbzR8Q6YjFwIpVIQQQoj7tDp9NemmdOoE1KF7pe5qh+OUpFARQggh7sPh+MPsM+4DYEzjMWg0GpUjck5SqAghhBD5pCgKH++17o7co1IPagfUVjki5yWFihBCCJFPf5z5g4PxB3HDjdfrvq52OE5NChUhhBAiH5Kzkpmx2zodua1HWwK8AlSOyLm5qB2AEEIIUZzMPzCfaxnXCPcNp4W2hdrhOD3pURFCCCHy6OT1kyyJWgLAqEajcNHI3/uFTQoVIYQQIg8URWHyzsmYFTPtK7SneXBztUMqEaRQEUIIIfLgn7P/sCtuF+46d0Y1HqV2OCWGFCpCCCHEPaQZ05i2exoAA2sPJMQnROWISg4pVIQQQoh7+OzgZ1xJu0KoTyj9H5L9fIqSFCpCCCHEXUQnRfPN0W8AGNNkDO46d5UjKlmkUBFCCCHuQFEUJu+YjMlionVoa9qEtVE7pBJHChUhhBDiDtadX8e22G24al0Z03iM2uGUSKoWKhMmTECj0dh9RUREqBmSEEIIAVgH0E7dNRWA/g/1J0wfpnJEJZPqK9XUqlWLNWvW2G67uKgekhBCCMGCgwuITY0lxDuEgbUHqh1OiaV6VeDi4kJQUJDaYQghhBA2J66f4Nsj3wIwttlYPF08VY6o5FK9UDl58iQhISF4eHjQvHlzJk+eTIUKFXJtm5mZSWZmpu22wWAAwGg0YjQaCzSu7PMV9HkdheRX/Dl7js6eHzh/jsU1P4tiYdK2SZgUE4+EPULzcs1zzaG45pcfhZVjfs6nURRFKdBnz4e///6blJQUatSoQWxsLBMnTuTSpUscPnwYX1/fHO0nTJjAxIkTcxxfsmQJXl5eRRGyEEIIJ7c7cze/pv+KG24M0w/DT+undkhOJy0tjd69e5OUlIRer79rW1ULldslJiYSHh7OjBkzePHFF3Pcn1uPSlhYGPHx8fdMNL+MRiOrV6+mY8eOuLq6Fui5HYHkV/w5e47Onh84f47FMb/rGdd5/M/HScpKYkT9ETwX+dwd2xbH/PKrsHI0GAyULVs2T4WK6pd+buXv70/16tU5depUrve7u7vj7p5zoR1XV9dC+yUpzHM7Asmv+HP2HJ09P3D+HItTfnN2ziEpK4kapWrQ96G+uGjv/TFZnPK7XwWdY37O5VDrqKSkpHD69GmCg4PVDkUIIUQJsztuN7+e+hUNGt5r/l6eihRR+O6rUPn2229p2bIlISEhnDt3DoBZs2bx22+/5es8I0eOZOPGjZw9e5atW7fy2GOPodPpePbZZ+8nLCGEEOK+GM1G3t/+PgBPVH+CugF1VY5IZMt3oTJ//nxGjBhBt27dSExMxGw2A9bLNrNmzcrXuS5evMizzz5LjRo1eOqppyhTpgzbt28nICAgv2EJIYQQ923x0cWcTjpNaY/SDGswTO1wxC3y3a81Z84cvvjiC3r16sWUKVNsxxs1asTIkSPzda6lS5fm9+mFEEKIAnUx+SKfHfgMgJGNRuLnLrN8HEm+e1Sio6OpX79+juPu7u6kpqYWSFBCCCFEUVAUhQ93fEiGOYMmQU3oUbmH2iGJ2+S7UKlUqRL79+/PcXzlypVERkYWRExCCCFEkfg7+m/+vfQvrlpX3m32LhqNRu2QxG3yfelnxIgRDB48mIyMDBRFYefOnXz//fdMnjyZL7/8sjBiFEIIIQpcYkaibdPBV+q8QiW/SipHJHKT70Jl4MCBeHp68u6779pWlgsJCeGTTz7hmWeeKYwYhRBCiAI3bfc0EjISqOpflQEPDVA7HHEH9zVJvE+fPvTp04e0tDRSUlIIDAws6LiEEEKIQrM1Ziu/n/4dDRomtpiIq865F2wrzh5oNRsvLy/ZY0cIIUSxkm5K5/+2/R8AvSN7UyegjsoRibvJU6FSv379PA8w2rt37wMFJIQQQhSmefvncSnlEkHeQbxe/3W1wxH3kKdCpVevXoUchhBCCFH4jl47yjdHvwHgvWbv4e3qrXJE4l7yVKiMHz++sOMQQgghCpXJYmLC1glYFAtdK3aldWhrtUMSeXDfY1R2795NVFQUADVr1qRhw4YFFpQQQghR0L49+i1RCVH4ufsxuslotcMReZTvQiV7f54tW7bg7+8PQGJiIi1atGDp0qWEhoYWdIxCCCHEA7lguMDc/XMB6zL5ZTzLqByRyKt8r0w7cOBAjEYjUVFRJCQkkJCQQFRUFBaLhYEDBxZGjEIIIcR9sygWxm0dR6Y5k6bBTXm0yqNqhyTyId89Khs3bmTr1q3UqFHDdqxGjRrMmTOHVq1aFWhwQgghxIP68fiP7L68G08XTyY0nyDL5Bcz+e5RCQsLw2g05jhuNpsJCQkpkKCEEEKIgnAx+SIz9swAYHiD4YT6yvCE4ibfhcq0adN4/fXX2b17t+3Y7t27GTZsGB9//HGBBieEEELcL0VRmLB1AummdBqWa8gzEbLNS3GUp0s/pUqVsusqS01NpWnTpri4WB9uMplwcXFhwIABsuaKEEIIh/DTiZ/YEbcDD50Hk1pMQqvJ99/mwgHkqVCZNWtWIYchhBBCFJyYlBim754OwLAGwwjTh6kckbhfeSpU+vXrV9hxCCGEEAUi+5JPmimNBoEN6B3ZW+2QxAN4oE0JMzIyyMrKsjum1+sfKCAhhBDiQfxy8he2xW7DXefO/7X8P7nkU8zl+91LTU1lyJAhBAYG4u3tTalSpey+hBBCCLXEpsQybfc0AF6v/zrh+nCVIxIPKt+FyqhRo1i3bh3z58/H3d2dL7/8kokTJxISEsI333xTGDEKIYQQ96QoChO3TSTVmErdgLo8F/mc2iGJApDvSz9//PEH33zzDW3btqV///60atWKqlWrEh4eznfffUefPn0KI04hhBDirn45+QtbYrbgpnVjUstJ6LQ6tUMSBSDfPSoJCQlUrlwZsI5HSUhIAODhhx9m06ZNBRudEEIIkQcXki/w0a6PABjaYCiV/CqpHJEoKPkuVCpXrkx0dDQAERER/Pjjj4C1pyV7k0IhhBCiqJgtZt7d/C5ppjQalmsol3ycTL4Llf79+3PgwAEAxowZw9y5c/Hw8OCNN97grbfeKvAAhRBCiLv59ui37L2yFy8XL95v+b5c8nEy+R6j8sYbb9h+7tChA8eOHWPPnj1UrVqVOnXqFGhwQgghxN2cvH6S2ftmAzC6yWjZy8cJPdA6KgDh4eGEh8v0LyGEEEXLaDbyzuZ3MFqMtAltw2NVH1M7JFEI8lSozJ49O88nHDp06H0HI4QQQuTV/APzOZZwDH93fya0mGC3J51wHnkqVGbOnJmnk2k0GilUhBBCFLoDVw/w1eGvABjXfBxlPcuqHJEoLHkqVLJn+QghhBBqSzOmMXbzWCyKhR6Ve9AxvKPaIYlCJBsgCCGEKFZm7pnJOcM5Ar0Cebvp22qHIwqZwxQqU6ZMQaPRMHz4cLVDEUII4aD+vfgvS48vBWBSy0no3WQjXGfnEIXKrl27+Oyzz2R6sxBCiDuKT4/n3S3vAtAnsg8tQlqoHJEoCqoXKikpKfTp04cvvvhCdl8WQgiRK0VRGLdlHAkZCVQrVY03Gr5x7weJB6Y5swGtJUvVGB54HZUHNXjwYLp3706HDh14//3379o2MzOTzMxM222DwQCA0WjEaDQWaFzZ5yvo8zoKya/4c/YcnT0/cP4cCzK/pceX8u+lf3HTuvFB8w/QWrQYLeq+bk79/pmz0K6biMvOz3io7CMYjd0L9PT5ec00iqIo+Tn5ypUr8fHx4eGHHwZg7ty5fPHFF9SsWZO5c+fmq1dk6dKlfPDBB+zatQsPDw/atm1LvXr1mDVrVq7tJ0yYwMSJE3McX7JkCV5eXvlJQwghRDERZ45jQfICTJjo4dmDZu7N1A7JqXllXqHR2XmUSjsDwKmAzhwp/yxoCu4iTFpaGr179yYpKQm9/u7jjPJdqNSuXZupU6fSrVs3Dh06ROPGjRkxYgTr168nIiKChQsX5uk8Fy5coFGjRqxevdo2NuVehUpuPSphYWHEx8ffM9H8MhqNrF69mo4dO+Lq6lqg53YEkl/x5+w5Ont+4Pw5FkR+meZM+q7sy6mkUzwc8jCftPnEYRZ2c8b3T3PkF3R/v4kmMxnFw5+srrNYeVZb4DkaDAbKli2bp0Il35d+oqOjqVmzJgDLli2jR48efPjhh+zdu5du3brl+Tx79uzhypUrNGjQwHbMbDazadMmPv30UzIzM9Hp7DeWcnd3x93dPce5XF1dC+2XpDDP7Qgkv+LP2XN09vzA+XN8kPym75vOqaRTlPYozfsPv4+bm1sBR/fgnOL9y0qFv0fBvv9Zb4c1RfPfr9B6B8HZFQWeY37Ole9Cxc3NjbS0NADWrFnD888/D0Dp0qVtY0byon379hw6dMjuWP/+/YmIiGD06NE5ihQhhBAly78X/+W7qO8AeL/l+5TxLKNyRE4q7hD8PADiTwAaaP0WtBkNOhdwgPE3+S5UHn74YUaMGEHLli3ZuXMnP/zwAwAnTpwgNDTvu1b6+vry0EMP2R3z9vamTJkyOY4LIYQoWW6fitwqtJXKETkhRYGdX8Cqd8GcCb7B8PjnUKm12pHZyffImE8//RQXFxd+/vln5s+fT/ny5QH4+++/6dKlS4EHKIQQomSxKBbe2/KeTEUuTGkJsLQ3/P2WtUip3gUGbXG4IgXuo0elQoUK/PnnnzmO53XjwrvZsGHDA59DCCFE8fbNkW/YfGkz7jp3praairsu59hE8QDOboZlL0FyDOjcoOMkaPoKOMgg5dvlqVAxGAy2Ubn3GodS0LNvhBBClBwHrh7gk72fADC6yWiqlaqmckROxGyCTdNg00egWKBMVXjiawiuq3Zkd5WnQqVUqVLExsYSGBiIv79/rlPDFEVBo9FgNpsLPEghhBDOLykziVEbR2FSTHSp2IUnqj2hdkjOI+mitRfl/Fbr7Xp9oOtH4O6jblx5kKdCZd26dZQuXdr2s6PMYRdCCOEcFEVh/NbxxKTGEOYbxvjm4+WzpqBE/Qm/DYaMRHDzhR4zoc6TakeVZ3kqVNq0aWP7uW3btoUVixBCiBLq+2Pfs/b8Wly0LkxrMw0fN8f/S9/hGdOtM3p2fWm9HVLfeqmndGV148qnfM/6mTBhAhaLJcfxpKQknn322QIJSgghRMlx9NpRPt79MQAjG42kVplaKkfkBGIPwudtbxYpLYbCgFXFrkiB+yhUvvrqKx5++GHOnDljO7ZhwwZq167N6dOnCzQ4IYQQzi0lK4W3Nr6F0WKkXVg7ekf0Vjuk4s1igS2z4cv2cPUYeAfCc8ug0yRwcbxVffMi34XKwYMHCQ0NpV69enzxxRe89dZbdOrUib59+7J169bCiFEIIYQTUhSF/9v+f5xPPk+wdzCTWk6ScSkPIukSfPsorH4PzFlQoxu8tg2qdlA7sgeS73VUSpUqxY8//sg777zDK6+8gouLC3///Tft27cvjPiEEEI4qV9O/sLf0X+j0+j4qPVH+Ln7qR1S8XXkV/hjmHXArKsXdP4QGr7gsGuj5Md97dk8Z84cPvnkE5599lkqV67M0KFDOXDgQEHHJoQQwkkdvXaUD3d8CMDr9V+nXmA9dQMqrjKT4dfX4Kd+1iIluB68sgka9XeKIgXuo1Dp0qULEydOZPHixXz33Xfs27eP1q1b06xZMz766KPCiFEIIYQTScpMYsSGEWRZsmgb2pb+D/VXO6Ti6cJOWPAw7P8O0MDDI+DF1VDWuRbJy/elH7PZzMGDBwkJCQHA09OT+fPn06NHDwYOHMioUaMKPEghhBDOwaJYGLt5LJdSLlHepzzvP/w+Ws19de6XXGYT/PsxbPwIFDP4hcFjn0HFlmpHVijyXaisXr061+Pdu3fn0KFDDxyQEEII5/X14a/ZeHEjblo3ZradKeNS8ishGn55GS7utN6u/SR0+xg8/VUNqzDlu1C5m7Jlyxbk6YQQQjiR7bHbmbNvDgBjm40lskykyhEVI4oC+5fA36MgKwXc9dB9OtR5Su3ICt19XfqZOXMmP/74I+fPnycrK8vu/oSEhAILTgghhHO4nHqZ0ZtGY1EsPFb1MR6v9rjaIRUfqdfgrzfg6G/W2xVawGMLoFS4unEVkXxfGJw4cSIzZszg6aefJikpiREjRvD444+j1WqZMGFCIYQohBCiODOajby58U0SMhKIKB3BO03fUTuk4uP4SpjXzFqkaF3gkffghT9LTJEC99Gj8t133/HFF1/QvXt3JkyYwLPPPkuVKlWoU6cO27dvZ+jQoYURpxBCiGJq1v5ZHLh6AF9XX2a0nYGHi4faITm+DAP88w7s+9Z6OyDC2osSUl/duFSQ7x6VuLg4ateuDYCPjw9JSUkA9OjRg7/++qtgoxNCCFGsHcw6yPfHvwfgg4c/IMw3TOWIioHof2F+yxtFigaaD4GXN5bIIgXuo1AJDQ0lNjYWgCpVqrBq1SoAdu3ahbu7e8FGJ4QQotg6cf0Ey9OWA/DiQy/SrkI7lSNycMZ0WPk2LO4BSefBv4L1Mk/nD8C15PZC5fvSz2OPPcbatWtp2rQpr7/+Os899xxfffUV58+f54033iiMGIUQQhQziRmJjNg0AiNGmgc35/X6r6sdkmO7tBeWvwLxJ6y3GzxvXQbf3VfduBxAvguVKVOm2H5++umnCQ8PZ+vWrVSrVo2ePXsWaHBCCCGKH5PFxMhNI4lJjaG0tjQftvgQnVandliOyWyETR/DpmnWxdt8ysF/5kD1zmpH5jAeeB2VZs2a0axZs4KIRQghhBOYuWcmO2J34OniSR/PPrKo251cOWbtRYndb71d6zHoPgO8SqsalqMp0AXfhBBClGx/nP6Db45+A8D/Nfs/Mg9nqhyRA7JYYPs8WPt/YM4ED3/r4m21n1A7MockGywIIYQoEEevHWXitokAvFT7JdpXaK9yRA4oIRoW94RVY61FStUO8Np2KVLuQnpUhBBCPLCEjASGrx9OpjmT1qGtGVxvMBazRe2wHIfFAru+hDXjwZgGrt7Q+X1o2B80GrWjc2hSqAghhHggRouRkRtHEpsaS7g+nMmtJqPT6qRQyZZwBn4bAue2WG+Ht4RHP4XSldWNq5jI96Wffv36sWnTpsKIRQghRDGjKApTdkxhV9wuvF29md1uNno3vdphOQaLBbbPh3ktrEWKq7d1p+N+f0qRkg/5LlSSkpLo0KED1apV48MPP+TSpUuFEZcQQohiYMmxJfx44kc0aJjSagqV/eUDGIBrp2FRN1g5BkzpULEVvLYVmrwEWhkemh/5frV+/fVXLl26xKuvvsoPP/xAxYoV6dq1Kz///DNGo7EwYhRCCOGANl/azEe7PgJgRMMRtA1rq25AjsBihq2fwvwWcH4buPlYpxw//zuUqqh2dMXSfZV1AQEBjBgxggMHDrBjxw6qVq1K3759CQkJ4Y033uDkyZMFHacQQggHcjrxNG9tfAuLYqFX1V70q9VP7ZDUF38Svu5indFjyoDKbeG1bdD4RelFeQAP9MrFxsayevVqVq9ejU6no1u3bhw6dIiaNWsyc+bMgopRCCGEA7mecZ0ha4eQYkyhQWAD3mv2HpqSPHPFYoYtn1g3Ery4E9x8oecn0PdX63494oHke9aP0Wjk999/Z+HChaxatYo6deowfPhwevfujV5vHUC1fPlyBgwYIHv/CCGEkzGajbyx4Q0uplykvE95ZrabiZvOTe2wVOOTcQnd4m4Qs8d6oEp7a5HiL7tEF5R8FyrBwcFYLBaeffZZdu7cSb169XK0adeuHf7+/vc81/z585k/fz5nz54FoFatWowbN46uXbvmNywhhBCFTFEUJm2fxJ7Le/B29ebTRz6ltEcJXe7dbES79RPaHpuCVjGCu966iWD952RdlAKW70Jl5syZPPnkk3h43HnLaX9/f6Kjo+95rtDQUKZMmUK1atVQFIXFixfz6KOPsm/fPmrVqpXf0IQQQhSib45+w/JTy9FqtExrPY2qpaqqHZI6YvbB76+jizsEgKVKB7T/mQ1+5VUOzDnlu1Dp27dvgT357bstf/DBB8yfP5/t27dLoSKEEA5k7bm1TN89HYCRjUbSKrSVyhGpICsNNnwI2+aCYkHx8Gdf4JPUfvpDtG4l9/JXYXOYlWnNZjM//fQTqampNG/ePNc2mZmZZGbe3ODKYDAA1nEzBT01Ovt8zjrlWvIr/pw9R2fPD4pPjgfjDzL639EoKPy36n95uurTeYq5uOSXF5rojehWvIkm8SwAlpqPkdFuIhe27ifCZHLayz2F9R7m53waRVGUAn32fDp06BDNmzcnIyMDHx8flixZQrdu3XJtO2HCBCZOnJjj+JIlS/Dy8irsUIUQosS5Zr7GZymfkaakUd2lOn28+6DT6NQOq8i4mpJ56NJSKiT8C0Caa2kOhr3AZb966gZWzKWlpdG7d2+SkpJsE3HuRPVCJSsri/Pnz5OUlMTPP//Ml19+ycaNG6lZs2aOtrn1qISFhREfH3/PRPPLaDSyevVqOnbsiKura4Ge2xFIfsWfs+fo7PmB4+eYmJnIC6te4HzyeSJKRfBlhy/xcs37H4WOnt9dKQqaqF/RrXoHTepVFDRYGg3E0vYdcPcFinl+eVRYORoMBsqWLZunQkX1Sz9ubm5UrWodkNWwYUN27drFJ598wmeffZajrbu7O+7u7jmOu7q6FtovSWGe2xFIfsWfs+fo7PmBY+aYac7kzX/f5HzyeYK9g5nXYR5+Xn73dS5HzO+uki7CX2/CiZXW2wERaP4zB11YE3LrSyp2+d2Hgs4xP+dSvVC5ncVises1EUIIUbQsioWxm8ey78o+fF19mdd+HgFeAWqHVfgsFtj9FayZAFkpoHWF1m/Bw8PBJecfyaJoqFqovP3223Tt2pUKFSqQnJzMkiVL2LBhA//884+aYQkhRIk2a88s/jn7Dy5aF2a1m1UypiFfiYLfh1pXlgUIawo9Z0NghLpxCXULlStXrvD8888TGxuLn58fderU4Z9//qFjx45qhiWEECXWD8d+YOGRhQD8X4v/o0lwE5UjKmTGDNg8A/6dARajdfn7DuOhkezP4yhULVS++uorNZ9eCCHELVafW80HOz4AYEi9IfSs0vMejyjmTq21jkW5fmOB0updoPt08AtVNy5hx+HGqAghhCh6O2N3MnqTda2UJ6o/wct1XlY7pMKTHAf/vAOHl1lv+wZDlylQ81GnXQ+lOJNCRQghSrioa1EMXT8Uo8VIhwodeLfpu865G7LFDLu/hrX/B5kG0GihySvQ7h3wKNglLkTBkUJFCCFKsPOG8wxaM4hUYyqNgxozpfUUdFonXNAtZj/8+QbE7LXeDmkAPWZCSD01oxJ5IIWKEEKUUPHp8byy+hUSMhKoUaoGn7T7BHedk03DzTDA+g9h52egWKy7HLcfB40GgDMWZE5IChUhhCiBkrOSGbR6EBdTLhLqE8qCjgvwdfNVO6yCoyhw9DdYOQaSY63HHnoCOn8AvkHqxibyRQoVIYQoYTLNmQxdN5Tj149T2qM0n3f8nLKeZdUOq+AkRMOKt+DUauvt0pWts3mqPKJuXOK+SKEihBAliNFi5K2Nb7H78m68Xb1Z0GEBYfowtcMqGKZM2DoHNk0DUwbo3ODhEfDwG+DqoXZ04j5JoSKEECWE2WLm3c3vsv7Cety0bnzS7hMiy0SqHVbBOLkG/h4FCaettyu1hu4zoGw1deMSD0wKFSGEKAEURWHS9kmsiF6Bi8aF6W2n0zS4qdphPbjr56xrohz703rbOxA6vQ91npI1UZyEFCpCCOHkFEVh2u5pLDu5DK1Gy+RWk2kb1lbtsB6MMR22zLYuf2/KAI0Omr0KbUbLmihORgoVIYRwcvMOzOPbo98CMKH5BLpU6qJyRA9AUeD439bZPInnrMcqtoJu0yDQSS5jCTtSqAghhBNbeHghCw4sAGBMkzE8Vu0xlSN6ANdOWwuUk6ust31DoPP7UOtxuczjxKRQEUIIJ/XDsR+YsWcGAEPrD6VPZB+VI7pPWanW3Y23zgZzFmhdocUQaDUS3H3Ujk4UMilUhBDCCf166lfe3/E+AANrD+SlOi+pHNF9UBSI+h1WvgOGi9ZjVR6Brh/JbJ4SRAoVIYRwMr+d+o1xW8YB0DuiN0PrD1U5ovtw9QT8/Rac2WC97RcGXSZDRA+5zFPCSKEihBBO5I/Tf/DelvdQUHi6xtOMaTKmeO2EnJYAG6fCri/BYgKdO7QcZl20zc1L7eiECqRQEUIIJ/HH6T8Yu3ksCgpPVX+Kd5q+U3yKFLMJ9iyE9R9A+nXrsepdocuH1iXwRYklhYoQQjiBP8/8ybtb3kVB4YnqTzC22Vi0Gq3aYeXNqbXWRduuHrPeDoi0FiiyN49AChUhhCj2VpxZwdjNY7EoFv5b7b+81+y94lGkxJ+CVWPhxErrbc/S0O4daNgfdPLxJKzkN0EIIYqxv6P/5u3Nb9uKlHHNxzl+kZKeCBs/gp2fWcehaF2gycvQZhR4llI7OuFgpFARQohi6s8zf/Lu5nexKBYeq/qY4xcpZhPsXWwdh5J2zXqsWmfr3jwB1dWNTTgsKVSEEKIYWnZiGRO3TURB4bGqjzGhxQTHLlLObICVb8OVo9bbZWtYx6FU7aBqWMLxSaEihBDFzHdR3zFl5xQAnq7xNO80fcdhixTvjFh0P/WFE39bD3j4W8ehNBoAOldVYxPFgxQqQghRjHx9+Gtm7pkJQL+a/Xiz0ZuOOQU5NR7t+sk8ErUQLWbr7saNB0LbMeBVWu3oRDHimCW4EELc4oUXXqBXr14AtG3bluHDhxf6c97+PBUrVmTWrFmF/rx3oigK8/bPsxUpr9R5xTGLFGO6dV+e2fXR7f4SLWYsVTvCq1uh20dSpIh8kx4VIYTD++STT1AUBYBffvkFV9eiv2Swa9cuvL29i/x5wVqkzNwzk4VHFgIwrMEwBtYeqEosd2SxwMEfYN37tn15lHK12erbnSZPj0SrwnsmnIMUKkIIh+fn52f7uXRpdf4iDwgIUOV5LYqFyTsms/T4UgBGNx7NczWfUyWWOzqzAVa9B3EHrbf1odB+HKbIXsT/vVLV0ETxJ5d+hBAO726Xfr799lsaNWqEr68vQUFB9O7dmytXrtg9fuPGjTRp0gR3d3eCg4MZM2YMJpPJdn9qairPP/88Pj4+BAcHM3369Bwx3H7pZ8aMGdSuXRtvb2/CwsJ47bXXSElJsd2/aNEi/P39+eeff4iMjMTHx4cuXboQGxub57yNZiNv//s2S48vRYOGcc3HOVaRciUKvnsSvnnUWqS466HDBHh9N9R9Ghx0gK8oXuS3SAhRrBmNRiZNmsSBAwf49ddfOXv2LC+88ILt/kuXLtGtWzcaN27MgQMHmD9/Pl999RXvv/++rc1bb73Fxo0b+e2331i1ahUbNmxg7969d31erVbL7NmzOXLkCIsXL2bdunWMGjXKrk1aWhoff/wx3377LZs2beL8+fOMHDkyT3mlGdN4ff3rrIhegYvGhQ9bfciT1Z/M+wtTmJLj4PehML8FnFx1Y8G2V2Dofuvmga6eakconIhc+hFCFGsDBgyw/Vy5cmVmz55N48aNSUlJwcfHh3nz5hEWFsann36KRqMhIiKCmJgYRo8ezbhx40hLS+Orr77if//7H+3btwdg8eLFhIaG3vV5bx9o+/777zNo0CDmzZtnO240GlmwYAFVqlQBYMiQIfzf//3fPXNKykxi8NrBHLh6AA+dBzPazqBVaKv8vCyFIz0RtnwC2+eDKd16LLIndJgIZaqoGppwXlKoCCGKtT179jBhwgQOHDjA9evXsVgsAJw/f56aNWsSFRVF8+bN7WbHtGzZkpSUFC5evMj169fJysqiadOmtvtLly5NjRo17vq8a9asYfLkyRw7dgyDwYDJZCIjI4O0tDS8vLwA8PLyshUpAMHBwTkuS93ucuplBq0ZxKnEU/i6+TKv/TzqBdbL78tSsIzpsPML+Hc6ZCRaj4U2gU6ToEIzVUMTzk/VSz+TJ0+mcePG+Pr6EhgYSK9evTh+/LiaIQkhipHU1FQ6d+6MXq/nu+++Y9euXSxfvhyArKysQnves2fP0qNHD+rUqcOyZcvYs2cPc+fOzfG8t89O0mg0ttlLuZ436SzP//08pxJPEegZyOIui9UtUswm2PsNzGkIq9+zFikBEfDMEnhxlRQpokioWqhs3LiRwYMHs337dlavXo3RaKRTp06kpqaqGZYQopg4duwY165dY8qUKbRq1YqIiIgcPRaRkZFs27bNrkDYsmULvr6+hIaGUqVKFVxdXdmxY4ft/uvXr3PixIk7Pu+ePXuwWCxMnz6dZs2aUb16dWJiYh4ol6PXjtJvZT9iUmMI14fzTbdvqFaq2gOd874pChz9HeY3h99fB8Ml60yeR+dZ10OJ6A6Otn6LcFqqXvpZudJ+2tqiRYsIDAxkz549tG7dWqWohBDFRYUKFXBzc2POnDkMGjSIw4cPM2nSJLs2r732GrNmzeL1119nyJAhHD9+nPHjxzNixAi0Wi0+Pj68+OKLvPXWW5QpU4bAwEDGjh2LVnvnv+OqVq2K0Whkzpw59OzZky1btrBgwYL7zmNLzBZGbR5FuimdyNKRzO8wnzKeZe77fA8kehOsmQCX9lhve5aG1iOh0Yvg6qFOTEIViqJwKTGdhEx143CoMSpJSUnAnddJyMzMJDPz5itmMBgA64A1o9FYoLFkn6+gz+soJL/iz9lzvDU/i8WCxWLBaDSiKIrtZ39/f7788kvGjRvH7NmzqV+/PlOmTOHxxx+3/X8hMDCQ33//nTFjxvDFF19QunRpXnjhBUaPHm17jg8//BCDwUDPnj3x9fVl+PDhJCYm2p4nm9lsxmg0UrNmTaZNm8bUqVN5++23adWqFZMmTWLAgAG25zWbzXZ5ALYp0bfmtitzF39u/BOzYqZJuSZ83PpjfFx8iv59jTuIbv37aM+sA0Bx9cbSdBCWpoPBQ8+NgPN1ypL0O1rcZZksnLqaQlRsMlFxyRyLSyYqNhlDhomW5bQ8XUifsXmhUe52wbQIWSwW/vOf/5CYmMjmzZtzbTNhwgQmTpyY4/iSJUtsg9eEEM5n+vTpaLVa3njjDbVDKTCKorAmYw0bMzcCUN+1Po96PYqLpmj/fvRNv0SNuF8on7gLAAs6zpZtx4mgR8l09bvHo0VxlGqES2kaLqVmf9cQlw4WJeflPJ1GoUFZheeqWgo0hrS0NHr37k1SUhJ6vf6ubR2mUHn11Vf5+++/2bx58x2nBebWoxIWFkZ8fPw9E80vo9HI6tWr6dixoyrLdRc2ya/4c/YcjUYjK1euJDw8nP/+978MHDiQ0aNHqx1WgcgyZzFxx0T+PmvdUfjFmi/yWt3XinbfnoTT6P6dhubwMjQoKGhQaj2Ouc3bUKpigTxFSfgddeT8LBaFC9fTORpr4FhcClFxBqJik4kz5H4tx8/ThcggXyKCfIkM9iUySE+FUm5sXLe2wHM0GAyULVs2T4WKQ1z6GTJkCH/++SebNm2669oF7u7uuLu75zju6upaaL8khXluRyD5FX/OnOO5c+d47rnnaNeuHYMHD3aKPA1ZBoZvHM6uuF24aFzo6dGTwfWKMLfE87DxI9i/BBTr5Skie6Jp+w6acjULZYaFM/+OgmPkl2E0czwumaOxBo7GGIiKtX6lZplzbR9exovIID01Q/TUDNYTGaInxM8jR7GcfYmmoHPMz7lULVQUReH1119n+fLlbNiwgUqVKqkZjhDCwVSuXJmkpCTVPwQKSkxKDK+teY3TSafxcvFiWqtpXN93vWie3BAL/34MexaD5cb4gGqdod07EFKvaGIQBeJqcqZdQXI01sCZqylYcrk+4uaiJSLI11qMBFsLk4ggX3w9is+/KVULlcGDB7NkyRJ+++03fH19iYuLA6wbkHl6yhLMQgjnsf/KfoatH0ZCRgKBnoHM7TCXKr5VWLFvReE+ccpV2DILdn0JpgzrsUpt4JF3IaxJ4T63eCBmi0J0fApHY5M5GmMtSKJiDVxNzv3STRlvN1sPSfb3SmW9cdEV791yVC1U5s+fD1g3GbvVwoUL7fbqEEKI4uyP038wfut4jBYjNUrV4NP2nxLkHVS4s0XSEmDrHNjxGRhvrE0V1sxaoFRygOX4hZ2UTBPH4wy2guRobDLH4wxkGHMOYtVooHJZb1sPSc1g61eAr3vRjnMqIqpf+hFCCGdlUSx8svcTvj78NQCPhD3C5FaT8XItxFmKqddg26ew83PIurGbc0h9a4FSpb0s1KYyRVGIM2RYC5IYA1E3ipOz19Jybe/lprNeugnRUzPYj8hgX2oE+eLl5hBDTItEyclUCCGKUJoxjTH/jmH9hfUAvFT7JYbUH4JWU0jd8Knx1h6UnV/c7EEJqg1txshKsioxmi2cupJiHUdi6ykxkJiWe09akN6DmiF6IoN9qRnsR80QPeGlvdBqS/Z7J4WKEEIUsJiUGF5f9zonrp/ATevGhBYT6FmlZ+E8WcpV2DrbOgbFeOOv8qA60HYM1OgmBUoRSUo32hUkUbEGTl5OIcuc89KNTquhaoCP3XiSyGA9pb3dVIjc8UmhIoQQBWjv5b28seENEjISKO1Rmk/afVI4GwumXIEtn8Dur28WKMH1rAVK9S5SoBQSRVG4eD2dIzEGjly6zoZjWj6K2sSlxIxc2/u6uxB5yziSmiF6qgb64OGqK+LIiy8pVIQQogAoisL3x75n2q5pmBQTNUrVYM4jcwj2CS7YJ0q+fLNAMaVbj4U0sBYo1TpJgVKAMoxmTl5OsU0Bzp4OnJxpuqWVFrAWKaGlPK0DXG8Z5BpaytMpB7gWJSlUhBDiAWWYMpi0fRK/n/4dgC4VuzCxxcSCHTSbdBG2zIa9i29OMy7fyFqgVO0gBcoDupaSSVRsMkdjk6zfYwycupqCOZfFSdx0WqqV8yEiyAcl4QKPP9KU2mGl8fMsPmuTFCdSqAghxAOISYlh+PrhRCVEodVoGdFwBM/XfL7g/oqOPwVbZsKBpWC58Zd8aBNoO1pm8dwHi0Xh7LVU2ziS7DEll++wrHwpL9ebq7fe6CmpEuCDq06L0WhkxYrzNK1U2mkWJXREUqgIIcR92h67nbc2vkViZiKl3Esxrc00mgY3LZiTxx2Cf6fDkV+BG3/VV2wFrUZA5XZSoORBWpbpxi7ANwuS43HJpN1hWflKZb1vzLjR26YDl9M759okxYkUKkIIkU+KorDoyCJm7Z2FRbFQs0xNZrWdVTDjUc7vsBYoJ/+5eax6F2j1pqwkeweKonA1OZMjt826iY5PJbflujxctdQIunUsiS81gvT4uMtHoiOSd0UIIfIhKTOJ97a8Z1sf5dEqj/Jus3fxcPG4/5MqCpxeB5umw7nN1mMaLdR6DB5+w7oeigDAZLZwJj7Vbp+bozEGrqVm5do+wNfdbgpw9rLyuhK+NklxIoWKEELk0eH4w4zcOJJLKZdw1boyuvFonqrx1P1fGrCYCU7cjW7hDIjdbz2mdYV6z0LL4VCmSkGFXiwlZxg5FpdsW8X1aKyB45eTyTLlXJtEq4EqAT52y8pH3lhWXhRvUqgIIcQ9KIrCkmNL+Hj3x5gsJkJ9Qvm47cfUKlPr/k5ozIAD3+OydTZNEs5Yj7l4QsMXoMUQ8AstsNiLA0VRiEm6ZVn5Gz0l5xNyX1bex93llmXlrQVJjSBfWZvESUmhIoQQd2HIMjB+y3jWnF8DQMfwjkxsMRFfN9/8nywtAXZ/Zd0oMPUqGiBL54Wu2SB0LQaDd9mCDd4BZZksnLySfKMguTkdOCk992XlQ/w8csy6CSsly8qXJFKoCCHEHRy5doQ3N7zJpZRLuGhdGNloJL0jeuf/Uk/iedg2D/Z+c3MfHr8wzE1eYfXlADq1/S86J5zemphm5GSShoVbz3HscgpHYwycvpqC0ZxzhKuLVkO1cr63zbrR4+8ly8qXdFKoCCHEbSyKhW+OfMMn+z7BZDFR3qc8H7f5mIfKPpS/E8UetO7Dc/gXUG5MiS1XG1oOhVqPYbGAacWKgk+giFksCheup9nNuDkaYyAmKQPQwdHjdu31Hi626b/Zm/BVDfTB3UUu3YicpFARQohbXEm7wtjNY9keux2A9hXaM7HFRPzc/fJ2AkWBM+utq8ieWX/zeOW20GIoVHnk5hooltwvdziyDKOZ43HJdgVJVKyB1DusTVLGXaFhlXLUCvG3FichekL8PGRtEpFnUqgIIcQN686vY/zW8SRmJuLp4smoxqP4b7X/5u1D1ZgBh36C7fPhyhHrMY3OOsW45VAIrlu4wReCq8mZOfa5OX01hVxWlcfNRUtEkC+RQXpbQVKljCf/rltFt271ZOVWcd+kUBFClHjppnSm7ZrGTyd+AiCydCRTW0+lkl+lez84+bJ1gOyuryAt3nrM1Rsa9IVmr0Gp8EKMvGCYLQrR8al2BcnRWANXk3NfVr6Mt5ttDEn2+iSVy3rjotPatTMai1+PkXA8UqgIIUq0qGtRjP53NNFJ0QD0r9Wf1+u/jqvuHj0AcYesA2QP/wzmG4uN+YVBk5ehwfPg6V+4gd+n1EwTx+Ky1yVJvrGsvIEMY861STQa67Lyt864qXVjbRK5dCOKihQqQogSyWgx8tWhr/jswGeYFBOBnoF80OoDmgU3u/ODLBY4sRK2z4Oz/948HtoEmr0Kkf8BnWP8b1VRFOIMGXb73ETFJnP2Wu7Lynu66ogM9rVbMK1GkC9ebo6Rjyi55DdQCFHinLp+irFbxnL02lHAujbKuGbj8Pfwz/0BmcmwfwnsWADZC7RpdFCrl/XyTmijIon7ToxmC6evptxcMO1Gj8n1tNwvvZTT51xWPryMLCsvHJMUKkKIEsNsMbP46GI+3fcpRosRvZuesU3H0rVS19wvZcSfhJ1fWIuUrGTrMQ8/6wqyTV5WZQXZpHQjUbfMuDkaa+Dk5RSyzDkv3ei0GqoG+NimANcM9iMy2JcyPrKsvCg+pFARQpQIZ5PO8u6Wdzlw9QAAbULbML75eAK8AuwbWsxw4h/Y+bn99OIyVaHpIKjXG9y8Cz1eRVG4eD3dNsA1ezrwxevpubb3dXchMnuA643ekqqBPrKsvCj2pFARQjg1s8XMd1HfMWffHDLMGfi4+jCq8Sh6Ve1l34uSlmBdOXbXV5B0/sZBDdToCo0HQuV2oNXm+hwPKtNo5viVmwumZRclyRmmXNuX9/e0W1a+Voie0FKeMsBVOCUpVIQQTut4wnEmbJ3A4WuHAWgW3Iz/a/F/BPsE32wUsw92fmmdvWPKsB7zLGWdudNoAJSqWKAxJaRm2aYAH76UyM4TOkbsWIc5l8VJ3HRaqpXzsZt1Exmkx89L1iQRJYcUKkIIp5NhyuCzg5+x6PAiTIoJX1df3mz0Jo9Xe9za62DMgKO/wa4v4OKumw8Mrmsde/LQf8HV84FisFgUzl5LtW28l70JX5wh47aWGkDB38vV7rJNzRA9VQJ8cNUVTi+OEMWFFCpCCKeyK24XE7dN5JzhHGCd0fN2k7etY1HiT8KeRbD/O0i/bn2A1tW6emyTl62zd+7j8kl6ltm6Nsktg1yPxSWTdodl5SuW8aJmiJ4agT6kXDpO3x7tCCvjI5duhMiFFCpCCKeQlJnEzD0zWXZyGQCBnoG80+wd2oc8DFF/WAuUW9c+0YdCw37WGTw+gXl6DkVRuJqcyZHbZt2cjU/NdVl5dxctEdm9JMG+1uIkSI+Pu/V/vUajkRUrjhEse98IcUdSqAghijWLYuG3U78xc89Mrmdae0meqv4Uwys9iu/Bn2DpS5B2zdpYo4VqnaFRf6jaAbR3nhFjMlvslpXP7i2JT8nKtX2Ar7ttTZLsga6VysraJEI8KClUhBDF1vGE47y//X32X90PQBW/yrxbrg2NTqyHfz6+2dA3xDo4tkHfXNc+Sc4wciwu2W6fm+NxyWSacq5NotVA5QAfuwXTIoN9CfT1KKw0hSjRpFARQhQ7yVnJzNs/jyXHlmBRLHjqPHjNqwp9Tu7Gdf+GG6001l6TRgOgWifQuaAoCjGJ6TcLkhs9JecT0nJ9Hm833Y1C5GYvSfVyvni6ydokQhQVKVSEEMWGoij8Ff0X03dPJz7dulNxJ4sHb50/TZD5hLWRTzmo35esun05lVXaeulmxQmOxiYRFZtMUnruy8qH+HnYFSSRwXoqlPZCK5duhFCVqoXKpk2bmDZtGnv27CE2Npbly5fTq1cvNUMSQjioQ1cPMXXXVNvKsuFGM+9cu0aL9AwUjY6E0A7sKd2NVcZ6HD6cxql1RzGac45wddFqqBroYytIsouSUt5uRZ2SECIPVC1UUlNTqVu3LgMGDODxxx9XMxQhhIO6nHaZeXum88eFNQB4Wiy8lGigX5KBBNdQ5urasSi1GVdPlbrxiDjbY/UeLnYb72UvK+/uIpduhCguVC1UunbtSteuXdUMQQjhoBKTr7Hh6rdMWv4emRprz8h/klN4KSGdHVlNedbchj0Z1bEumAYVSnvZNt7L3oSvvL8sKy9EcVesxqhkZmaSmZlpu20wGADrWgRGY+7Xne9X9vkK+ryOQvIr/pwpx2spmRyNSyYqxkDm2a2kGpayQX+BKzc21KufkUGPeD270p6gl6YFoYFliQz2pXuQLxFBvkQE+eDrkXNZeZMp971yHIUzvYe5kfyKv8LKMT/n0yiKkssyRUVPo9Hcc4zKhAkTmDhxYo7jS5YswcvLqxCjE0IUBIsCVzPgUqrG+pVm/bmU6TKP6f6lgvc2lpSB4+7W8SLljBZaJlUkS9MTF30I5b0VAj1BJ50kQhRraWlp9O7dm6SkJPR6/V3bFqtCJbcelbCwMOLj4++ZaH4ZjUZWr15Nx44dcXV1vg3AJL/iz9FzTM00ceJyirWnJDaZY3HJHL+cTIbRujaJHyn00G3ncd2/uHmcY2Zpf3Z5Wtci8VK0PBPUkdC0JnTv0sMh8ysIjv4ePijJr/grrBwNBgNly5bNU6FSrC79uLu74+7unuO4q6trof2SFOa5HYHkV/ypnaOiKFw2ZNptvHc01sDZa6nc/meQO1n0dD1Eb69tNM7axUWdwuzS/qz2DgLAVaOjd42nGVj3Vbx13qxYsUL1/IqCs+co+RV/BZ1jfs5VrAoVIYS6jGYLp6+m2C2WFhWbTEJq7svKl9O781CQN529jtM8bQPl49agzUrmklnH+2X8+NXHB7MGNGj4T5X/MLjeYIJ9gq3P5cTX/YUQeadqoZKSksKpU6dst6Ojo9m/fz+lS5emQoUKKkYmhEhKN3LsxnLyR2MMRMUZOBGXQpY557LyOq2GqgE+1lk3IXpqBvlS2xKF3+nf4civkGZdnC1Wp+PzoFB+9dRhwtrd0ja0LUMbDKVaqWpFmZ4QophQtVDZvXs37dq1s90eMWIEAP369WPRokUqRSVEyaIoChevp98sSG4UJxevp+fa3tfdxbaCa/Z04GrlfPBw0ULsATi8EP5cDoaLtsfEeZfhi7Dq/JIVh0kxAwrNgpsxuN5g6gXWK5pEhRDFkqqFStu2bXGQsbxClAiZJjMnL6fk2BE4OSP3abzl/T3tFkyrFaIntNQta5MoClw9Bpt/hcM/w7WbPaS4+RJXoyNf+rjzy5WdGDMvAdA0qCmv1XuNBuUaFHK2QghnIGNUhHBSCalZt40lMXDqSgomS84/Dlx1GqoF+trtc1MzWI+fVy4D3hQFYg/C0d8g6neIP3HzPhcPqN6ZM1Xa8HXaKf6KXokpxVoENQ5qzGt1X6NRUKPCSlkI4YSkUBGimLNYFKLjU+0u2xyNMRBnyMi1vb+Xq90eNzVD9FQJ8MHNRXvnJ1EUiNkLR3+3FijXo2/ep3ODKo9Arcc5EliZr45/z5rDn6DcGIPSJKgJg+oOonFQ44JMWwhRQkihIkQxkp5l5licdabN4UvX2XpUx9t71pGWZc61fcUyXtZLN0E3dgUO0ROk98jbsvIWC1zabS1Mjv4OSedv3ufiAVU7QM1eKNU6sSvxOF8e+pJt+9+3NWkX1o4Xa79I3YC6D5q2EKIEk0JFCAd1JTnDdtkmu7ckOj4V+ys3GsCMu4uWiCD7SzcRwXp83PP5T9yUBec2w7EVcOwvSI65eZ+rF1TvDDUfhaodMbq4s/LsSr5d8xJRCVEA6DQ6ulXqxoCHBlC1VNUHfQmEEEIKFSHUZjJbrJduYu2LkviU3NcmKevjTs0QPRHlvMmIO82zXVpRLcgPF91dLt3cTYYBTq22FiYn10Bm0s373HyhRhdrcVKlPbh5kZiRyE/Hv+f7Y99zNf0qAB46Dx6t+ij9H+pPeZ/y9xeHEELkQgoVIYpQcoaRY3HJdoNcj8clk2nKuTaJVgOVA3xsA1uzpwMH+lqXmTcajaxYcYqqgT75L1KSLsHxFdav6H/Bcsviat4BUL0LRHSHyu3A1fp8Z5LO8L89/+OP03+QYbaOfwnwDODZiGd5svqT+Hv439drIoQQdyOFihCFQFEUYpMy7GbcHI01cO5aWq7tvd10RNgVJHpqlPPF001XUAHB5cNw/G9rz0nsfvv7y1SDiG5QozuENgKt9XmNFiMbzq3mh2M/sCNuh615ZOlI+tbsS5eKXXDVOffS4UIIdUmhIsQDyjJZOHUl5WZBcqM4SUrPfQn4YD8Pu4KkZrCeCqW90GoLeEvgzBSI3ggn/oGTq+3Hm6CBsCZQo5u156Ss/aqwV9KusOzEMn4+8TNX0q/ceISGtmFt6VuzL43KNcrbgFwhhHhAUqgIkQ+JaVm2/W2yC5JTV5IxmnOuTeKi1VA10MdWlGQPci3l7VY4wSmKdcG1k6usX+e2gvmWcS4unlC5rbXnpHoX8Am0e7hFsbAjdgc/nfiJdefXYVasM4lKe5Tmv9X+yxPVnyDEJ6RwYhdCiDuQQkWIXFgs2cvKJ90oSKzjSi4l5r6svN7j5rLy2QVJtXI+uLsU0KWbO9BastCcXgtn1lmLk1vXNwEoVRGqdYZqnaDiw7bxJreKSYnht1O/8eupX4lJvdnr0iCwAc9EPEOHCh3k8o4QQjVSqIgSL8No5sTlZLsF06Jik0nJzH1Z+bDSnnart9YM0VPe37NoLoUoClyJgtPr0J1aR9fof3E5cEuvidYVKra0FibVOkGZqpBLXJnmTNadX8fyk8vZHrvdtjibj6sP3St356kaT1G9VPXCz0cIIe5BChVRosSnZOZYVv701VTMuSwr7+aipUY53xsb7+mpGeJHRLAveo8i7l1IuQJnNsDpdXB6PaTEAaC98aX4BqPJLkwqtwF331xPoygK+6/u568zf/F39N8Ysgy2+5oENeGxao/RvkJ7PF08Cz8nIYTIIylUhFMyWxQup8Nfh+I4fiXVVpxcSc7MtX1pb7ccY0kqB3jjer9rkzwIYzqc32YtSk6vh8uH7O938YTwFpgrtmbTJR0PP/4Krm53HvdyJvEMf575kxXRK7iUcsl2vJxXOXpV7cWjVR8lzDessLIRQogHIoWKKPZSM0031ya5UZAcjzOQbnSB/Qft2mo0UKmMN5E3CpLs4iTQ1129WSymLOs+OtH/wtl/4cIOMN22T09QHet+OlXaQVgzcPXAYjRiWLEi10s7calxrDq7ij/P/GlbNRbAy8WL9hXa071yd5oFN0OnLdwxNEII8aCkUBHFhqIoXDZk2hUkUbEGoq+louS8coObVqFmeX9qhvjZCpKIIF+83FT+tTcbIWaftSiJvlGYGG9bX0Vf3rrYWpV21pk63mXvedqLyRdZc24Nq8+v5uDVmwWai8aFFuVb0KNyD9qGtZVLO0KIYkUKFeGQjGYLZ66m2mbdRMUmczTWQEJq7svKB/q62y7b1AzRU62sF0d3bqRH96a4uqo8Y8VsgtgDcHaTtTA5vx2MqfZtvMpaZ+VUagUVW0HZ6rn2lNwu3hzP10e+Zu2FtXY9Jxo01AusR7dK3ehUsROlPUoXdFZCCFEkpFARqjNkGIm6ZcbN0VgDJ+JSyDLnXFZep9VQJcD75qybG4umlfVxt2tnNBo5ptZ6ZJkp1l2Hz2+3jjW5sCtnYeJZylqYVGxt/R4YmafCRFEUjiUcY8OFDaw6t4pTyafggPU+rUZLo3KN6BjekfYV2hPgFVDwuQkhRBGTQkUUGUWxrk1id+kmzsCFhNzXJvFxd7llxo2emsF+VCvng4erg42rSL4MF7bfLExiD8KNxdJsPPwgPLvH5GEIrAXavA3UTTOmsS12G/9e/Jd/L/5rWykWQIuWpsFN6VSxE49UeER6ToQQTkcKFVEoMk1mTl62X1Y+KtaAISP3tUnK+3vesmCaLzWD/Qgt5Vnwy8o/KIsZrh6Hi7usY0vOb4OEMznb6ctDheZQoZn1e2Ckbf+cvDhvOM+mi5vYdHETuy/vxnjLpoGeLp40DW5Ku/LtyDyayRPtnlD/8pYQQhQSKVTEA0tIzSLqtn1uTl1JwZTL2iSuOg3VAn3t9rmpGazHz8tBP2iT4+DibuulnIu7rYNgs1Jua6SBcrUgrOnN4sQ/f9N9DVkGdsXtYmfsTrbGbOWs4azd/aE+obQObU3r0NY0CmqEu87dunvysRUPlp8QQjg4KVREnlksCucS0nIsmBablJFre38vVyKD9HaDXKsE+ODmosLaJHmRlWYd9JpdlFzaA0kXcrZz9YaQ+lDhRmES2hg8/fP1VBmmDPZd2ceO2B3siN3B0YSjWJSbY3JcNC40KNeA1qGtaRXaikr6SrIJoBCiRJJCReQqPcvM8cvZG+8lERWbzLFYA6lZ5lzbh5fxsvWOZF/CCfbzcNwP16w0uHzYWpjE7Ld+vxoFltsvTWmsl23KN4TQRlC+Ub4v44B1yfrD8YfZHbebHXE72H9lv93lHICK+oo0DW5Ks+BmNAtuho+bz4PlKIQQTkAKFcGV5Ay7KcBHY5KIjk8llys3uLtoiQiyv3RTI8gX36JeVj4/MpOtA1xjD9z8ij8OSs5ZRfiUsxYjoTe+QurfcUn6u0nISGDflX3sv7KffVf2cfTa0RyFSaBXIM2Cm9E0uClNgpoQ5B10vxkKIYTTkkKlBDGZLZy9lsqRGAOHLyby71Etkw5tID4l97VJyvq42e0IXDNYT6Wy3riosax8XigKJJ6HK0fRxhykYfRaXOZPvDHYNZeqy6ccBNeD4LrWr5B61kGw+ewFMlvMRCdFczD+oK04uX2MCUAZjzI0KNeAJkFNaBrclIr6io7b4ySEEA5CChUnlZJp4liswW7WzbG4ZDJNt/YiaIEstBqoVNbbtoJrZLDvjWXlPdQK/94ykuDyUbhyBC4fufHzUci0brSnA0Jvba8PvVmMZBcmvvnvwbAoFs4bznP42mGOxB/h6LWjRCVEkW7KOcW6qn9V6gXWo35gfeoH1CfUN1QKEyGEyCcpVIo5RVGITcqwTf/NXjDt3LW0XNt7uemIDNYTUc4HU/xZnuzYglrlS+Hp5mBrk2RLT4T4E9YpwfHH4eoJa0GS2yBXAK0rBNTAEhBJVIKWGq3/i0tYwzwtQX87o8XI2aSznLh+guMJxzlyzVqYpBhvn/VjnTJcs0xNa1ESWJ+6AXXxc/fL93MKIYSwJ4VKMZJlsnD6aoptxk32gmmJacZc2wf7edycAnxjTEl4aS+0Wo11auuKaOqG+uGq9gJqigKGGGshEn/yRlFyozhJvXLnx+lDoVxN69TgwFrW72Wrgc4Vs9HIqRUrqF7lEbjHGiOKonA57TInr5/kxPUTnEy0fo9OisaUY3AtuOvciSgdQa0ytXio7EPUKlOLcH24bPAnhBCFQAoVB5WUZrT1jmRfujl5JRmjOedYCxethqqBPnYFSWSwntLebipEfgeKYl2TJOGM9et69M2fr52BrOQ7P9Y3BAKqQ9ka1kKkXC3rzBvPUvkKwWgxcjH5ImeTznLWcJbopGjOGs5yKvEUyXd4fm9Xb6r5V6NG6RrUKlOLmmVqUsW/Ci5a+acjhBBFQf5vqzJFUbiQkG7dfC822XYJ51Ji7svK+3q42E0Brhmsp1o5H9xdHOCveVMmJF20Dmi9fvZmIZIQbS1Mbt8h+FYaHZSuDAE1rBvyla1+ozipnq9ZN0aLkbiUOM4lnWNX5i5O7DvB+eTznDWc5WLyRUxK7ivj6jQ6KuorUq1UNaqXqk61UtWoVqoaId4hMq5ECCFUJIVKEcowZi8rf3NH4KhYA8mZuX94hpX2tFswLTJYT2gpT/U+ODOTIfGCdXxI4vkb32/5OeXy3R+v0YJ/BWtBcvtXqUrgcu8eIKPZyNX0q1xOu8yllEtcSr7ExZSLtp/j0uLsFk4jyv7xni6eVNRXtH75Wb9X9q9MJb9KuOvsNzYUQgihPilUCkl8SqbdHjdHYw2cvpqKOZfFSdx0WqoH+dgtmBYRrMfPs4jWJjGbIPUqJMdYL88kx4Ih9ubPybHWMSQZifc+l6sX+IVBqfCcxYhf2B2LEYtiISnjOgkZCVxLv8aV9CtcTr3M5bTLN7+nXeZa+jWU3KYa38Jd506Idwiuaa40qNyAyqUqU1FfkUp+lQj0CkSrcdDp1UIIIXJwiEJl7ty5TJs2jbi4OOrWrcucOXNo0qSJ2mHlidmicPZaqv2smxgDV5Izc21f2tvNbgpwzWA/Kgd441rQa5MYM6zFR1o8pGZ/3bytS75M69jTuJx8y3o8t8XPcuPhb93Hxq/Cje9h1u/+FazHvEqDRoPRYiQ5KxlDpgFDloGk9BgSrh/mWsY1EtITuJZxjWvp16yFScY1rmdcx3z7jsN34Kp1pZxXOYJ9ginvU55Qn1DK+9747lOesp5lMZlMrFixgm6NusmGfUIIUYypXqj88MMPjBgxggULFtC0aVNmzZpF586dOX78OIGBgWqHZycty8SxuGS7fW6OxSaTbsz5AavRQKUy3nZjSSKD9ZTTu+f90o0py7oBXkaStTcjPdH6PSMp95/TEyE9AVKv3X1wKtYVVOyGomp04FMOsz6INJ9ypHmXIc2rNGme/qR5eJPm5k2auzdpKKQaU0kzpZFqTMWQdZWky6cwXDDcLEoyk0gz3WU8yl3o3fSU9ihNoFcg5bzKEeQdRDmvcpTzLmf7Xsq9lIwbEUKIEkL1QmXGjBm89NJL9O/fH4AFCxbw119/8fXXXzNmzBhVYkpNvcqJ80c5euU0Z//6hYuJaVy4lsIVQxoaxYIWCxoUtBoLlbQK7l4KoX5uVPB3obxeR5CPjkAvDa6YwJIF5iyUi1lcP28kwXTjtjEdjGkoxgwUU9qN2xlYTOmYjemYTRmYFDNmDZjRYNaACTBrsn/W2O4z3dLGiIYsLy1Z3v5kanVkuXqQ5epBpos7WTpXsnQuZGl1ZGg0JKan4eLlRRYK6eZM0kzpZJjjISsesoDrD/5a+rj6oHfTo3e3FiBlPMpYv3ve9v3GcVed9H4IIYS4SdVCJSsriz179vD222/bjmm1Wjp06MC2bdtytM/MzCQz8+YlFYPBugqp0WjEaMx9LZH7Mf+PD1icuRbcgCRAA5S98XUHp2xB3fjKDw3W53IDa1+H942vgmK0fpmxft0qLSnXR+g0OrxcvPBy9cLTxdP6843bXi7WY96u3tYi5MaXr5svfm5+tp993XzzN43XQo79cO5X9u9DQf5eOBpnz9HZ8wPnz1HyK/4KK8f8nE/VQiU+Ph6z2Uy5cuXsjpcrV45jx47laD958mQmTpyY4/iqVavw8vIqsLgyk5Jwd7s5YFNz21dux28e0+T6/dYj1m83H61Ba3dbq3FBiw6NRocWHVqNDm32fxotdv/ddlun0eGCCy4al3x9d9O44Yab9bvGDRdc7C+vWLD2suS+LRAWLCTd+M+RrF69Wu0QCp2z5+js+YHz5yj5FX8FnWNaWt6HB6h+6Sc/3n77bUaMGGG7bTAYCAsLo1OnTuj1+gJ7no7mLryamcW/G9bRsWNHpxyMaTQaWb16teRXjDl7js6eHzh/jpJf8VdYOWZfEckLVQuVsmXLotPpuHzZfv2Ny5cvExSUc8M4d3d33N1zrnXh6upaoC+gqyu2WTgFfW5HI/kVf86eo7PnB86fo+RX/BX852zez6XqghJubm40bNiQtWvX2o5ZLBbWrl1L8+bNVYxMCCGEEI5A9Us/I0aMoF+/fjRq1IgmTZowa9YsUlNTbbOAhBBCCFFyqV6oPP3001y9epVx48YRFxdHvXr1WLlyZY4BtkIIIYQoeVQvVACGDBnCkCFD1A5DCCGEEA5GNj0RQgghhMOSQkUIIYQQDksKFSGEEEI4LClUhBBCCOGwpFARQgghhMOSQkUIIYQQDksKFSGEEEI4LClUhBBCCOGwpFARQgghhMNyiJVp75eiKED+tovOK6PRSFpaGgaDwSl3xZT8ij9nz9HZ8wPnz1HyK/4KK8fsz+3sz/G7KdaFSnJyMgBhYWEqRyKEEEKI/EpOTsbPz++ubTRKXsoZB2WxWIiJicHX1xeNRlOg5zYYDISFhXHhwgX0en2BntsRSH7Fn7Pn6Oz5gfPnKPkVf4WVo6IoJCcnExISglZ791EoxbpHRavVEhoaWqjPodfrnfYXECQ/Z+DsOTp7fuD8OUp+xV9h5HivnpRsMphWCCGEEA5LChUhhBBCOCwpVO7A3d2d8ePH4+7urnYohULyK/6cPUdnzw+cP0fJr/hzhByL9WBaIYQQQjg36VERQgghhMOSQkUIIYQQDksKFSGEEEI4LClUhBBCCOGwSkyhMnfuXCpWrIiHhwdNmzZl586dd23/008/ERERgYeHB7Vr12bFihV29yuKwrhx4wgODsbT05MOHTpw8uTJwkzhnvKT4xdffEGrVq0oVaoUpUqVokOHDjnav/DCC2g0GruvLl26FHYad5Sf/BYtWpQjdg8PD7s2jvYe5ie/tm3b5shPo9HQvXt3WxtHev82bdpEz549CQkJQaPR8Ouvv97zMRs2bKBBgwa4u7tTtWpVFi1alKNNfv9dF6b85vjLL7/QsWNHAgIC0Ov1NG/enH/++ceuzYQJE3K8hxEREYWYxZ3lN78NGzbk+jsaFxdn185R3sP85pfbvy+NRkOtWrVsbRzp/Zs8eTKNGzfG19eXwMBAevXqxfHjx+/5OEf4LCwRhcoPP/zAiBEjGD9+PHv37qVu3bp07tyZK1eu5Np+69atPPvss7z44ovs27ePXr160atXLw4fPmxr89FHHzF79mwWLFjAjh078Pb2pnPnzmRkZBRVWnbym+OGDRt49tlnWb9+Pdu2bSMsLIxOnTpx6dIlu3ZdunQhNjbW9vX9998XRTo55Dc/sK6keGvs586ds7vfkd7D/Ob3yy+/2OV2+PBhdDodTz75pF07R3n/UlNTqVu3LnPnzs1T++joaLp37067du3Yv38/w4cPZ+DAgXYf5PfzO1GY8pvjpk2b6NixIytWrGDPnj20a9eOnj17sm/fPrt2tWrVsnsPN2/eXBjh31N+88t2/Phxu/gDAwNt9znSe5jf/D755BO7vC5cuEDp0qVz/Bt0lPdv48aNDB48mO3bt7N69WqMRiOdOnUiNTX1jo9xmM9CpQRo0qSJMnjwYNtts9mshISEKJMnT861/VNPPaV0797d7ljTpk2VV155RVEURbFYLEpQUJAybdo02/2JiYmKu7u78v333xdCBveW3xxvZzKZFF9fX2Xx4sW2Y/369VMeffTRgg71vuQ3v4ULFyp+fn53PJ+jvYcP+v7NnDlT8fX1VVJSUmzHHOn9uxWgLF++/K5tRo0apdSqVcvu2NNPP6107tzZdvtBX7PClJccc1OzZk1l4sSJttvjx49X6tatW3CBFZC85Ld+/XoFUK5fv37HNo76Ht7P+7d8+XJFo9EoZ8+etR1z1PdPURTlypUrCqBs3Ljxjm0c5bPQ6XtUsrKy2LNnDx06dLAd02q1dOjQgW3btuX6mG3bttm1B+jcubOtfXR0NHFxcXZt/Pz8aNq06R3PWZjuJ8fbpaWlYTQaKV26tN3xDRs2EBgYSI0aNXj11Ve5du1agcaeF/ebX0pKCuHh4YSFhfHoo49y5MgR232O9B4WxPv31Vdf8cwzz+Dt7W133BHev/txr3+DBfGaORqLxUJycnKOf4MnT54kJCSEypUr06dPH86fP69ShPenXr16BAcH07FjR7Zs2WI77mzv4VdffUWHDh0IDw+3O+6o719SUhJAjt+3WznKZ6HTFyrx8fGYzWbKlStnd7xcuXI5rpVmi4uLu2v77O/5OWdhup8cbzd69GhCQkLsfuG6dOnCN998w9q1a5k6dSobN26ka9eumM3mAo3/Xu4nvxo1avD111/z22+/8b///Q+LxUKLFi24ePEi4Fjv4YO+fzt37uTw4cMMHDjQ7rijvH/3407/Bg0GA+np6QXyO+9oPv74Y1JSUnjqqadsx5o2bcqiRYtYuXIl8+fPJzo6mlatWpGcnKxipHkTHBzMggULWLZsGcuWLSMsLIy2bduyd+9eoGD+v+UoYmJi+Pvvv3P8G3TU989isTB8+HBatmzJQw89dMd2jvJZWKx3TxYFY8qUKSxdupQNGzbYDTh95plnbD/Xrl2bOnXqUKVKFTZs2ED79u3VCDXPmjdvTvPmzW23W7RoQWRkJJ999hmTJk1SMbKC99VXX1G7dm2aNGlid7w4v38lzZIlS5g4cSK//fab3RiOrl272n6uU6cOTZs2JTw8nB9//JEXX3xRjVDzrEaNGtSoUcN2u0WLFpw+fZqZM2fy7bffqhhZwVu8eDH+/v706tXL7rijvn+DBw/m8OHDqo2XyS+n71EpW7YsOp2Oy5cv2x2/fPkyQUFBuT4mKCjoru2zv+fnnIXpfnLM9vHHHzNlyhRWrVpFnTp17tq2cuXKlC1bllOnTj1wzPnxIPllc3V1pX79+rbYHek9fJD8UlNTWbp0aZ7+p6fW+3c/7vRvUK/X4+npWSC/E45i6dKlDBw4kB9//DFHN/vt/P39qV69erF4D3PTpEkTW+zO8h4qisLXX39N3759cXNzu2tbR3j/hgwZwp9//sn69esJDQ29a1tH+Sx0+kLFzc2Nhg0bsnbtWtsxi8XC2rVr7f7ivlXz5s3t2gOsXr3a1r5SpUoEBQXZtTEYDOzYseOO5yxM95MjWEdrT5o0iZUrV9KoUaN7Ps/Fixe5du0awcHBBRJ3Xt1vfrcym80cOnTIFrsjvYcPkt9PP/1EZmYmzz333D2fR633737c699gQfxOOILvv/+e/v378/3339tNLb+TlJQUTp8+XSzew9zs37/fFruzvIcbN27k1KlTefpjQc33T1EUhgwZwvLly1m3bh2VKlW652Mc5rOwwIblOrClS5cq7u7uyqJFi5SjR48qL7/8suLv76/ExcUpiqIoffv2VcaMGWNrv2XLFsXFxUX5+OOPlaioKGX8+PGKq6urcujQIVubKVOmKP7+/spvv/2mHDx4UHn00UeVSpUqKenp6UWen6LkP8cpU6Yobm5uys8//6zExsbavpKTkxVFUZTk5GRl5MiRyrZt25To6GhlzZo1SoMGDZRq1aopGRkZDp/fxIkTlX/++Uc5ffq0smfPHuWZZ55RPDw8lCNHjtjaONJ7mN/8sj388MPK008/neO4o71/ycnJyr59+5R9+/YpgDJjxgxl3759yrlz5xRFUZQxY8Yoffv2tbU/c+aM4uXlpbz11ltKVFSUMnfuXEWn0ykrV660tbnXa1bU8pvjd999p7i4uChz5861+zeYmJhoa/Pmm28qGzZsUKKjo5UtW7YoHTp0UMqWLatcuXLF4fObOXOm8uuvvyonT55UDh06pAwbNkzRarXKmjVrbG0c6T3Mb37ZnnvuOaVp06a5ntOR3r9XX31V8fPzUzZs2GD3+5aWlmZr46ifhSWiUFEURZkzZ45SoUIFxc3NTWnSpImyfft2231t2rRR+vXrZ9f+xx9/VKpXr664ubkptWrVUv766y+7+y0Wi/Lee+8p5cqVU9zd3ZX27dsrx48fL4pU7ig/OYaHhytAjq/x48criqIoaWlpSqdOnZSAgADF1dVVCQ8PV1566SXVPgQUJX/5DR8+3Na2XLlySrdu3ZS9e/fanc/R3sP8/o4eO3ZMAZRVq1blOJejvX/ZU1Vv/8rOqV+/fkqbNm1yPKZevXqKm5ubUrlyZWXhwoU5znu316yo5TfHNm3a3LW9olinZAcHBytubm5K+fLllaefflo5depU0SZ2Q37zmzp1qlKlShXFw8NDKV26tNK2bVtl3bp1Oc7rKO/h/fyOJiYmKp6ensrnn3+e6zkd6f3LLTfA7t+Vo34Wam4kIIQQQgjhcJx+jIoQQgghii8pVIQQQgjhsKRQEUIIIYTDkkJFCCGEEA5LChUhhBBCOCwpVIQQQgjhsKRQEUIIIYTDkkJFCKGKDRs2oNFoSExMvK/HV6xYkVmzZuW5/aJFi/D3979rmwkTJlCvXr37ikcIUTikUBFCqKJFixbExsbi5+endihCCAfmonYAQoiSyc3NrVjtkiuEUIf0qAhRwl29epWgoCA+/PBD27GtW7fi5uaWY+fUW40ePZrq1avj5eVF5cqVee+99zAajYB1p9YOHTrQuXNnsnfpSEhIIDQ0lHHjxgE5L/2cO3eOnj17UqpUKby9valVqxYrVqzIcx4zZsygdu3aeHt7ExYWxmuvvUZKSkqOdr/++ivVqlXDw8ODzp07c+HChbue98svvyQyMhIPDw8iIiKYN29enmMSQjw4KVSEKOECAgL4+uuvmTBhArt37yY5OZm+ffsyZMgQ2rdvf8fH+fr6smjRIo4ePconn3zCF198wcyZMwHQaDQsXryYXbt2MXv2bAAGDRpE+fLlbYXK7QYPHkxmZiabNm3i0KFDTJ06FR8fnzznodVqmT17NkeOHGHx4sWsW7eOUaNG2bVJS0vjgw8+4JtvvmHLli0kJibyzDPP3PGc3333HePGjeODDz4gKiqKDz/8kPfee4/FixfnOS4hxAMq0C0OhRDF1muvvaZUr15d6d27t1K7dm0lIyMjX4+fNm2a0rBhQ7tjP/74o+Lh4aGMGTNG8fb2Vk6cOGG7L3u32uvXryuKoii1a9dWJkyYkOfnCw8PV2bOnHnH+3/66SelTJkyttsLFy5UALvdeaOiohRA2bFjh6IoijJ+/Hilbt26tvurVKmiLFmyxO68kyZNUpo3b57nOIUQD0bGqAghAPj444956KGH+Omnn9izZw/u7u53bf/DDz8we/ZsTp8+TUpKCiaTCb1eb9fmySefZPny5UyZMoX58+dTrVq1O55v6NChvPrqq6xatYoOHTrw3//+lzp16uQ5/jVr1jB58mSOHTuGwWDAZDKRkZFBWloaXl5eALi4uNC4cWPbYyIiIvD39ycqKoomTZrYnS81NZXTp0/z4osv8tJLL9mOm0wmGQAsRBGSSz9CCABOnz5NTEwMFouFs2fP3rXttm3b6NOnD926dePPP/9k3759jB07lqysLLt2aWlp7NmzB51Ox8mTJ+96zoEDB3LmzBn69u3LoUOHaNSoEXPmzMlT7GfPnqVHjx7UqVOHZcuWsWfPHubOnQuQI6a8yh7f8sUXX7B//37b1+HDh9m+fft9nVMIkX/SoyKEICsri+eee46nn36aGjVqMHDgQA4dOkRgYGCu7bdu3Up4eDhjx461HTt37lyOdm+++SZarZa///6bbt260b17dx555JE7xhEWFsagQYMYNGgQb7/9Nl988QWvv/76PePfs2cPFouF6dOno9Va//768ccfc7QzmUzs3r3b1nty/PhxEhMTiYyMzNG2XLlyhISEcObMGfr06XPPGIQQhUMKFSEEY8eOJSkpidmzZ+Pj48OKFSsYMGAAf/75Z67tq1Wrxvnz51m6dCmNGzfmr7/+Yvny5XZt/vrrL77++mu2bdtGgwYNeOutt+jXrx8HDx6kVKlSOc45fPhwunbtSvXq1bl+/Trr16/PtYDITdWqVTEajcyZM4eePXuyZcsWFixYkKOdq6srr7/+OrNnz8bFxYUhQ4bQrFmzHJd9sk2cOJGhQ4fi5+dHly5dyMzMZPfu3Vy/fp0RI0bkKTYhxANSe5CMEEJd69evV1xcXJR///3Xdiw6OlrR6/XKvHnz7vi4t956SylTpozi4+OjPP3008rMmTMVPz8/RVEU5cqVK0q5cuWUDz/80NY+KytLadiwofLUU0/ZnpdbBtMOGTJEqVKliuLu7q4EBAQoffv2VeLj4+/4/LcPpp0xY4YSHByseHp6Kp07d1a++eYbu/MvXLhQ8fPzU5YtW6ZUrlxZcXd3Vzp06KCcO3fOdo7bB9MqiqJ89913Sr169RQ3NzelVKlSSuvWrZVffvnlbi+pEKIAaRTlxiIHQgghhBAORgbTCiGEEMJhSaEihBBCCIclhYoQQgghHJYUKkIIIYRwWFKoCCGEEMJhSaEihBBCCIclhYoQQgghHJYUKkIIIYRwWFKoCCGEEMJhSaEihBBCCIclhYoQQgghHJYUKkIIIYRwWP8PQD9rDCLLFVwAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "x=np.linspace(0,2,200) #数据\n",
    "figure=plt.figure() #创建画布\n",
    "axes=figure.subplots() #绘制坐标\n",
    "axes.set_title(\"sample title\") #添加标题\n",
    "axes.set_xlabel(\"x axis lable\") #添加x轴标签\n",
    "axes.set_ylabel(\"y axis lable\") #添加y轴标签\n",
    "axes.grid() #添加网格\n",
    "axes.plot(x,x,label='line') #绘制线性图形\n",
    "axes.plot(x,x**2,label='square') #绘制线性图形\n",
    "axes.plot(x,x**3,label='square') #绘制线性图形\n",
    "axes.legend() #文字说明\n",
    "axes.annotate(\"jiaodian\",[1,1],[1,2]) #添加注释\n",
    "\n"
   ]
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